# CIRCE Divines LLM Task Complexity from Constraint Structure

> 全文为英语

**Published:** 2026年11月2日
**Author:** Chenhao Hong, Jiakai Xu, Kaushiki Singh, Yusen Zhang, Eugene Wu
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/circe-divines-llm-task-complexity-from-constraint-structure

arXiv:2610.41089v1 Announce Type: new Abstract: Estimating whether a problem is too complex for a large language model (LLM) before the model attempts it can guide model routing, how to allocate test-time compute, and suggest the need for new tools to aid the agent. While…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.41089)

**标签：** #arXiv

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